Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System

This paper introduces a novel three-dimensional chaotic system that exhibits diverse dynamic behaviors as parameters vary, including phase trajectory offset behaviors and expansion–contraction phenomena. This model encompasses a broad chaotic range and proves suitable for integration within image en...

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Main Authors: Yiming Wang, Xiangxin Leng, Chenkai Zhang, Baoxiang Du
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/10/1399
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author Yiming Wang
Xiangxin Leng
Chenkai Zhang
Baoxiang Du
author_facet Yiming Wang
Xiangxin Leng
Chenkai Zhang
Baoxiang Du
author_sort Yiming Wang
collection DOAJ
description This paper introduces a novel three-dimensional chaotic system that exhibits diverse dynamic behaviors as parameters vary, including phase trajectory offset behaviors and expansion–contraction phenomena. This model encompasses a broad chaotic range and proves suitable for integration within image encryption. Building upon this chaotic system, the study devised a fast image encryption algorithm with an adaptive mechanism, capable of autonomously determining optimal encryption strategies to enhance algorithm security. In pursuit of heightened encryption speed, an FPGA-based chaotic sequence generator was developed for the image encryption algorithm, leveraging the proposed chaotic system. Furthermore, a more efficient scrambling algorithm was devised. Experimental results underscore the superior performance of this algorithm in terms of both encryption duration and security.
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spelling doaj.art-ff4aae4c58624e08985cff7d5c7e17992023-11-19T16:24:21ZengMDPI AGEntropy1099-43002023-09-012510139910.3390/e25101399Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic SystemYiming Wang0Xiangxin Leng1Chenkai Zhang2Baoxiang Du3Electronic Engineering College, Heilongjiang University, Harbin 150080, ChinaElectronic Engineering College, Heilongjiang University, Harbin 150080, ChinaElectronic Engineering College, Heilongjiang University, Harbin 150080, ChinaElectronic Engineering College, Heilongjiang University, Harbin 150080, ChinaThis paper introduces a novel three-dimensional chaotic system that exhibits diverse dynamic behaviors as parameters vary, including phase trajectory offset behaviors and expansion–contraction phenomena. This model encompasses a broad chaotic range and proves suitable for integration within image encryption. Building upon this chaotic system, the study devised a fast image encryption algorithm with an adaptive mechanism, capable of autonomously determining optimal encryption strategies to enhance algorithm security. In pursuit of heightened encryption speed, an FPGA-based chaotic sequence generator was developed for the image encryption algorithm, leveraging the proposed chaotic system. Furthermore, a more efficient scrambling algorithm was devised. Experimental results underscore the superior performance of this algorithm in terms of both encryption duration and security.https://www.mdpi.com/1099-4300/25/10/1399adaptive controlchaotic systemFPGAimage encryptionsecurity analysis
spellingShingle Yiming Wang
Xiangxin Leng
Chenkai Zhang
Baoxiang Du
Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System
Entropy
adaptive control
chaotic system
FPGA
image encryption
security analysis
title Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System
title_full Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System
title_fullStr Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System
title_full_unstemmed Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System
title_short Adaptive Fast Image Encryption Algorithm Based on Three-Dimensional Chaotic System
title_sort adaptive fast image encryption algorithm based on three dimensional chaotic system
topic adaptive control
chaotic system
FPGA
image encryption
security analysis
url https://www.mdpi.com/1099-4300/25/10/1399
work_keys_str_mv AT yimingwang adaptivefastimageencryptionalgorithmbasedonthreedimensionalchaoticsystem
AT xiangxinleng adaptivefastimageencryptionalgorithmbasedonthreedimensionalchaoticsystem
AT chenkaizhang adaptivefastimageencryptionalgorithmbasedonthreedimensionalchaoticsystem
AT baoxiangdu adaptivefastimageencryptionalgorithmbasedonthreedimensionalchaoticsystem